{"id":"W4411322615","doi":"10.1093/stcltm/szaf012","title":"Initial or continuous coculture with umbilical cord-derived mesenchymal stromal cells facilitates in vitro expansion of human regulatory T-cell subpopulations","year":2025,"lang":"en","type":"article","venue":"Stem Cells Translational Medicine","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Social Care Research and Development Division; European Regional Development Fund; China Scholarship Council; University of Galway; Science Foundation Ireland; Health Research Board; Health Service Executive; Wellcome Trust; Irish Research Council; European Commission; Canadian Institute for Theoretical Astrophysics","keywords":"Mesenchymal stem cell; Umbilical cord; Stromal cell; In vitro; Cell biology; Cord lining; Biology; Cell; Immunology; Andrology; Cancer research; Medicine; Endothelial stem cell; Adult stem cell; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493842,0.0002854904,0.0003075495,0.0001634332,0.0001054001,0.0003592315,0.000147479,0.0001361973,0.001483178],"category_scores_gemma":[0.0001510911,0.00007818884,0.0002071968,0.0001687232,0.00009736372,0.0000876346,0.0002079253,0.0003726039,0.0005445752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008378,"about_ca_system_score_gemma":0.0001742522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003804923,"about_ca_topic_score_gemma":0.0008733515,"domain_scores_codex":[0.9997075,0.00007085039,0.00003562847,0.00004826207,0.00008638966,0.00005133954],"domain_scores_gemma":[0.9999048,0.00002688077,0.00001647152,0.00001743859,0.00001616628,0.00001820725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002356963,0.0001051412,0.0009634056,0.00006072882,0.000008288838,0.00006238919,0.00003558883,0.0001322479,0.9914272,0.00005492449,0.0001047913,0.006809684],"study_design_scores_gemma":[0.0000183469,0.0008355656,0.006226065,0.00001478478,0.00004200748,0.0002366941,0.00002585899,0.00104653,0.9864323,0.00002218235,0.005096089,0.000003670237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854541,0.003179598,0.0079979,0.00005727385,0.00005411286,0.0001236174,0.0003611292,0.0001108649,0.002661275],"genre_scores_gemma":[0.9886811,0.001496827,0.006634896,0.00006830299,0.00006015543,0.0001125851,0.0008655962,0.00002723427,0.00205337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483178,"threshold_uncertainty_score":0.004961729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613379397865345,"score_gpt":0.3282762434381502,"score_spread":0.2921424494594967,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}